Optimized Preload Leakage-Correction Methods to Improve the Diagnostic Accuracy of Dynamic Susceptibility-Weighted Contrast-Enhanced Perfusion MR Imaging in Posttreatment Gliomas

被引:120
作者
Hu, L. S. [1 ,7 ]
Baxter, L. C. [4 ,7 ]
Pinnaduwage, D. S. [1 ,7 ]
Paine, T. L. [4 ,7 ]
Karis, J. P. [3 ,7 ]
Feuerstein, B. G. [5 ]
Schmainda, K. M. [9 ]
Dueck, A. C. [2 ]
Debbins, J. [7 ]
Smith, K. A. [8 ]
Nakaji, P. [8 ]
Eschbacher, J. M. [6 ]
Coons, S. W. [6 ]
Heiserman, J. E. [3 ]
机构
[1] Mayo Clin, Dept Radiol, Phoenix, AZ USA
[2] Mayo Clin, Dept Biostat, Phoenix, AZ USA
[3] Barrow Neurol Inst, Dept Neuroradiol, Phoenix, AZ 85013 USA
[4] Barrow Neurol Inst, Neuropsychol Neuroimaging Lab, Phoenix, AZ 85013 USA
[5] Barrow Neurol Inst, Dept Neurol, Phoenix, AZ 85013 USA
[6] Barrow Neurol Inst, Dept Neuropathol, Phoenix, AZ 85013 USA
[7] Barrow Neurol Inst, Keller Ctr Imaging Innovat, Phoenix, AZ 85013 USA
[8] Barrow Neurol Inst, Dept Neurosurg, Phoenix, AZ 85013 USA
[9] Med Coll Wisconsin, Dept Radiol, Milwaukee, WI 53226 USA
关键词
CEREBRAL BLOOD-VOLUME; HUMAN BRAIN-TUMORS; GRADIENT-ECHO; GRADE; HISTOPATHOLOGY; PERMEABILITY; RECURRENCE; TISSUE; MAPS;
D O I
10.3174/ajnr.A1787
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
BACKGROUND AND PURPOSE: Relative cerebral blood volume (rCBV) accuracy can vary substantially depending on the dynamic susceptibility-weighted contrast-enhanced (DSC) acquisition and postprocessing methods, due to blood-brain barrier disruption and resulting T1-weighted leakage and T2-and/or T2*-weighted imaging (T2/T2*WI) residual effects. We set out to determine optimal DSC conditions that address these errors and maximize rCBV accuracy in differentiating posttreatment radiation effect (PTRE) and tumor. MATERIALS AND METHODS: We recruited patients with previously treated high-grade gliomas undergoing image-guided re-resection of recurrent contrast-enhancing MR imaging lesions. Thirty-six surgical tissue samples were collected from 11 subjects. Preoperative 3T DSC used 6 sequential evenly timed acquisitions, each by using a 0.05-mmol/kg gadodiamide bolus. Preload dosing (PLD) and baseline subtraction (BLS) techniques corrected T1-weighted leakage and T2/T2*WI residual effects, respectively. PLD amount and incubation time increased with each sequential acquisition. Corresponding tissue specimen stereotactic locations were coregistered to DSC to measure localized rCBV under varying PLD amounts, incubation times, and the presence of BLS. rCBV thresholds were determined to maximize test accuracy (average of sensitivity and specificity) in distinguishing tumor (n = 21) and PTRE (n = 15) samples under the varying conditions. Receiver operator characteristic (ROC) areas under the curve (AUCs) were statistically compared. RESULTS: The protocol that combined PLD (0.1-mmol/kg amount, 6-minute incubation time) and BLS correction methods maximized test AUC (0.99) and accuracy (95.2%) compared with uncorrected rCBV AUC (0.85) and accuracy (81.0%) measured without PLD and BLS (P = .01). CONCLUSIONS: Combining PLD and BLS correction methods for T1-weighted and T2/T2*WI errors, respectively, enables highly accurate differentiation of PTRE and tumor growth.
引用
收藏
页码:40 / 48
页数:9
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